| name | related-work-analysis |
| description | Evidence-gated related-work synthesis for Idea2Repo. Use when creating or reviewing related_work_matrix.csv, topic clusters, baseline recommendations, or prior-work maps. |
Related Work Analysis
Synthesize only verified paper notes and evidence rows.
Workflow
- Group papers by problem, method family, dataset, metric, and venue expectations.
- Mark direct overlap separately from superficial similarity.
- Identify reviewer-expected baselines, datasets, and metrics.
- Write
docs/relative_work/related_work_matrix.csv, topic_clusters.md, and baseline_recommendations.md.
Guardrails
- Do not use unread PDFs for strong conclusions.
- Do not claim novelty in this stage.
- Preserve evidence references so every cluster can be audited.